Philadelphia sneaks into the top 10 at No. 8, according to HomeSnack’s list. So, if you reside in Pennsylvania and you are over the age of 18, not married or in a serious relationship, here are the top 10 places in the Keystone State you may want to visit:

Indiana

State College

West Chester

Pittsburgh

Washington

Lancaster

York

Philadelphia

Reading

Chester

When determining how to rank the cities, HomeSnacks says it used the 2011-2015 American Community Survey Census data and focused on the following things: population density, percentage of population that’s male vs. female (closer to a 50-50 ratio is better), percentage of households with kids, median age and the number of unmarried people in each city.